Longitudinal Data Analysis: Autoregressive Linear Mixed Effects Models

ISBN-13: 9789811000768 / Angielski / Miękka / 2019 / 141 str.

Ikuko Funatogawa; Takashi Funatogawa

Opis

The book provides relationships of the autoregressive linear mixed effects models with linear mixed effects models, marginal models, transition models, nonlinear mixed effects models, growth curves, differential equations, and state space representation.

Spis treści

Chapter 1. Linear mixed effects model.- Chapter 2. Autoregressive linear mixed effects model.- Chapter 3. Bivariate longitudinal data.- Chapter 4. State-space representation.- Chapter 5. Missing data, time dependent covariate.- Chapter 6. Pretest-Posttest data.

O autorze

Ikuko Funatogawa, The Institute of Statistical Mathematics

Takashi Funatogawa, Chugai Pharmaceutical Co. Ltd.